An empirical comparison of machine learning techniques for chant classification

Konstantinos Kokkinidis; Theodoros Mastoras; Apostolos Tsagaris; Panagiotis Fotaris

doi:10.1109/MOCAST.2018.8376596

An empirical comparison of machine learning techniques for chant classification

Konstantinos Kokkinidis, Theodoros Mastoras, Apostolos Tsagaris, Panagiotis Fotaris

Inclusive Digital Societies Research Excellence Group

Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review

Original language	English
Title of host publication	2018 7th International Conference on Modern Circuits and Systems Technologies (MOCAST)
Publisher	IEEE
Pages	1
Number of pages	4
ISBN (Electronic)	9781538647882
ISBN (Print)	9781538647899
DOIs	https://doi.org/10.1109/MOCAST.2018.8376596
Publication status	Published - 11 Jun 2018
Event	7th International Conference on Modern Circuits and Systems Technologies - Thessaloniki, Greece Duration: 7 May 2018 → 9 May 2018

Conference

Conference	7th International Conference on Modern Circuits and Systems Technologies
Abbreviated title	MOCAST 2018
Country/Territory	Greece
City	Thessaloniki
Period	7/05/18 → 9/05/18

Keywords

Hidden Markov models
Artificial Neural Networks
machine learning
Feature extraction
Speech recognition
Heuristic algorithms
Machine learning algorithms

Access to Document

10.1109/MOCAST.2018.8376596

Cite this

@inproceedings{eba282437e4149c6bf9392a79e769661,

title = "An empirical comparison of machine learning techniques for chant classification",

keywords = "Hidden Markov models, Artificial Neural Networks, machine learning, Feature extraction, Speech recognition, Heuristic algorithms, Machine learning algorithms",

author = "Konstantinos Kokkinidis and Theodoros Mastoras and Apostolos Tsagaris and Panagiotis Fotaris",

year = "2018",

month = jun,

day = "11",

doi = "10.1109/MOCAST.2018.8376596",

language = "English",

isbn = "9781538647899",

pages = "1",

booktitle = "2018 7th International Conference on Modern Circuits and Systems Technologies (MOCAST)",

publisher = "IEEE",

note = "7th International Conference on Modern Circuits and Systems Technologies, MOCAST 2018 ; Conference date: 07-05-2018 Through 09-05-2018",

}

Kokkinidis, K, Mastoras, T, Tsagaris, A & Fotaris, P 2018, An empirical comparison of machine learning techniques for chant classification. in 2018 7th International Conference on Modern Circuits and Systems Technologies (MOCAST). IEEE, pp. 1, 7th International Conference on Modern Circuits and Systems Technologies, Thessaloniki, Greece, 7/05/18. https://doi.org/10.1109/MOCAST.2018.8376596

An empirical comparison of machine learning techniques for chant classification. / Kokkinidis, Konstantinos; Mastoras, Theodoros; Tsagaris, Apostolos et al.
2018 7th International Conference on Modern Circuits and Systems Technologies (MOCAST). IEEE, 2018. p. 1.

Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review

TY - GEN

T1 - An empirical comparison of machine learning techniques for chant classification

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AU - Mastoras, Theodoros

AU - Tsagaris, Apostolos

AU - Fotaris, Panagiotis

PY - 2018/6/11

Y1 - 2018/6/11

KW - Hidden Markov models

KW - Artificial Neural Networks

KW - machine learning

KW - Feature extraction

KW - Speech recognition

KW - Heuristic algorithms

KW - Machine learning algorithms

U2 - 10.1109/MOCAST.2018.8376596

DO - 10.1109/MOCAST.2018.8376596

M3 - Conference contribution with ISSN or ISBN

SN - 9781538647899

SP - 1

BT - 2018 7th International Conference on Modern Circuits and Systems Technologies (MOCAST)

PB - IEEE

T2 - 7th International Conference on Modern Circuits and Systems Technologies

Y2 - 7 May 2018 through 9 May 2018

ER -